Modern Approaches of Data Mining

Theory and Practice

Mrutyunjaya Panda, Satchidananda Dehuri, Manas Ranjan Patra (Autoren)

Buch | Hardcover

288 Seiten

2016
Alpha Science International Ltd (Verlag)
978-1-84265-960-1 (ISBN)

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Our book includes some state-of-the-art classical and non-classical approaches of data mining and given a well-balanced treatment of both theory and practice. This book is presented in a simple and lucid manner. Many case studies are provided for easy understanding of the readers. Hybrid approaches are new and included in this text. Application to intrusion detection attracts more researchers to this. Recently, Data Mining (DM) algorithms have been successfully applied in IDS in order to uncover new insights, associations and hidden patterns within large data set of logs and messages.

Introduction / Association Rule Mining / Classification / Clustering / Regression / Hybrid Approaches / Application to Intrusion Detection / References.

Erscheint lt. Verlag	30.1.2016
Verlagsort	Oxford
Sprache	englisch
Maße	185 x 240 mm
Gewicht	550 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-10	1-84265-960-X / 184265960X
ISBN-13	978-1-84265-960-1 / 9781842659601
Zustand	Neuware